Dataset & clinical question
The planned dataset is UCI Diabetes 130-US Hospitals: 101,766 encounters and 48 variables, as specified in the project brief. These are source dataset dimensions, not completed analysis results.
IN DEVELOPMENT
Diabetes Readmission Analysis
This developing case study brings together clinical context, relational data design and exploratory analysis to investigate hospital readmission patterns in a public diabetes dataset.
Cleaning & database design
Planned work: inspect missing values, document transformations, and prepare a structured SQL/MySQL analysis layer.
SQL & Python analysis
Planned work: explore readmission, hospital stay, medication and patient characteristics using transparent queries and visualizations.
Healthcare insights & limitations
Results will be published after validation. Any reported relationships will be described as associations, not causal effects.